Triple

T8582409
Position Surface form Disambiguated ID Type / Status
Subject Darren Gilshenan E203214 entity
Predicate notableWork P4 FINISHED
Object Here Come the Habibs!
Here Come the Habibs! is an Australian television sitcom that follows the comedic culture clash and family dynamics of a newly wealthy Lebanese-Australian family who move into an affluent Sydney suburb.
 E744294 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Here Come the Habibs! | Statement: [Darren Gilshenan, notableWork, Here Come the Habibs!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Here Come the Habibs!
Context triple: [Darren Gilshenan, notableWork, Here Come the Habibs!]
  • A. Halat Bu Maher
    Halat Bu Maher is a coastal neighborhood on Muharraq Island in Bahrain, known for its traditional urban fabric and proximity to historic sites.
  • B. Mezallat
    Mezallat is a passenger station on Cairo Metro’s Line 2 serving commuters in the Greater Cairo area.
  • C. Shalateen
    Shalateen is a remote Egyptian town near the Sudanese border, known for its Bedouin communities, camel markets, and strategic location along the Red Sea coast.
  • D. Farewell Tawaf
    Farewell Tawaf is the final circumambulation of the Kaaba performed by pilgrims before leaving Mecca at the end of Hajj or Umrah.
  • E. Los Arabos
    Los Arabos is a municipality in western Cuba known for its agricultural activities within Matanzas Province.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Here Come the Habibs!
Triple: [Darren Gilshenan, notableWork, Here Come the Habibs!]
Generated description
Here Come the Habibs! is an Australian television sitcom that follows the comedic culture clash and family dynamics of a newly wealthy Lebanese-Australian family who move into an affluent Sydney suburb.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Here Come the Habibs!
Target entity description: Here Come the Habibs! is an Australian television sitcom that follows the comedic culture clash and family dynamics of a newly wealthy Lebanese-Australian family who move into an affluent Sydney suburb.
  • A. Halat Bu Maher
    Halat Bu Maher is a coastal neighborhood on Muharraq Island in Bahrain, known for its traditional urban fabric and proximity to historic sites.
  • B. Mezallat
    Mezallat is a passenger station on Cairo Metro’s Line 2 serving commuters in the Greater Cairo area.
  • C. Shalateen
    Shalateen is a remote Egyptian town near the Sudanese border, known for its Bedouin communities, camel markets, and strategic location along the Red Sea coast.
  • D. Farewell Tawaf
    Farewell Tawaf is the final circumambulation of the Kaaba performed by pilgrims before leaving Mecca at the end of Hajj or Umrah.
  • E. Los Arabos
    Los Arabos is a municipality in western Cuba known for its agricultural activities within Matanzas Province.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca8329bb7c8190a63c643730839103 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbeb1d0edc8190b4495935275252f3 completed March 31, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89b6d7f081908eecf0dd901e6bef completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8ac1dba48190bbad47a762130aab completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8eae70008190b2c7bbe4ce8d4c0a completed April 2, 2026, 3:43 p.m.
Created at: March 30, 2026, 6:22 p.m.